# AI Test Pilot

> Use this tool when you need to automate testing of Python modules or web pages, and generate scenarios and analyze failures using large language models. It solves problems of manual test creation and debugging by introspecting code and web pages to identify potential issues. The AI Test Pilot takes in Python modules or web pages as input and outputs structured test results and failure analysis.

Canonical page: https://skillsregistry.net/skills/drzymek92-ai-test-pilot  
JSON: https://api.skillsregistry.net/v1/skills/drzymek92-ai-test-pilot

## Description

An MCP server that generates, runs, and triages tests by introspecting Python modules or web pages, using structured LLM outputs for scenario generation and failure analysis.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/vx1b6ngo2b)
- **Repository:** <https://github.com/Drzymek92/ai-test-pilot>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "drzymek92-ai-test-pilot"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/drzymek92-ai-test-pilot` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/drzymek92-ai-test-pilot/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt